Application of the Hilbert-Huang transform to machine tool condition/health monitoring

被引:0
作者
Leisk, GG [1 ]
Hsu, NN [1 ]
Huang, NE [1 ]
机构
[1] Natl Inst Stand & Technol, Mfg Engn Lab, Gaithersburg, MD 20899 USA
来源
REVIEW OF PROGRESS IN QUANTITATIVE NONDESTRUCTIVE EVALUATION, VOLS 21A & B | 2002年 / 615卷
关键词
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The machining process is highly dynamic, involving complicated interactions between a workpiece, cutting tool, and the machine tool itself. Appropriate vibration signal analysis can provide insight into the condition of both machine and process. In this paper, the utility of a new time-frequency technique for analyzing complicated time series data, known as the Hilbert-Huang Transform (HHT), is demonstrated. Preliminary analyses of vibration signals from end-milling tests are promising for future implementation of HHT in condition/health monitoring systems.
引用
收藏
页码:1711 / 1718
页数:8
相关论文
共 50 条
[21]   The Application of Hilbert-Huang Transform in Power Quality Detection [J].
Zhang Rui ;
Zhu Run-xia ;
Wang Tian-bo .
PROCEEDINGS OF 2013 2ND INTERNATIONAL CONFERENCE ON MEASUREMENT, INFORMATION AND CONTROL (ICMIC 2013), VOLS 1 & 2, 2013, :983-986
[22]   An application of Hilbert-Huang Transform to handle terrain data [J].
Chien, Chin ;
Huang, Liang-Hsiung ;
Chang, Cheng-Wei .
Journal of the Chinese Institute of Civil and Hydraulic Engineering, 2010, 22 (04) :375-386
[23]   Application of Hilbert-Huang Transform for Ultrasonic Nondestructive Evaluation [J].
Lu, Yufeng ;
Oruklu, Erdal ;
Saniie, Jafar .
2008 IEEE ULTRASONICS SYMPOSIUM, VOLS 1-4 AND APPENDIX, 2008, :1499-+
[24]   Application of Hilbert-Huang transform to the vibration analysis of bridges [J].
Wang, Xue-Min ;
Huang, Fang-Lin ;
Chen, Zheng-Qing .
Tiedao Xuebao/Journal of the China Railway Society, 2005, 27 (02) :80-84
[25]   The Application of Hilbert-Huang Transform in Aluminum Reduction Cell [J].
Zeng Shuiping ;
Liao Chunyu ;
Cui Lin .
PROCEEDINGS OF THE 2013 INTERNATIONAL CONFERENCE ON MATERIAL SCIENCE AND ENVIRONMENTAL ENGINEERING (MSEE 2013), 2013, :297-300
[26]   Application of Hilbert-Huang Transform in Effective Reservoir Characterization [J].
Jayaswal, Vaibhav ;
Gairola, Gaurav S. .
PETRO-PHYSICS AND ROCK PHYSICS OF CARBONATE RESERVOIRS: LIKELY ELUCIDATIONS AND WAY FORWARD, 2020, :221-231
[27]   Application of Hilbert-Huang transform to MMW Doppler radar [J].
Chen, Wenwu ;
Chen, Rushan ;
Ding, Dazhi .
2008 INTERNATIONAL CONFERENCE ON MICROWAVE AND MILLIMETER WAVE TECHNOLOGY PROCEEDINGS, VOLS 1-4, 2008, :1380-1383
[28]   Application of Hilbert-Huang Transform to Engine Knock Detection [J].
Fiolka, Jerzy .
MIXED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, MIXDES 2013, 2013, :457-461
[29]   Parameter identification of synchronous machine based on Hilbert-Huang transform [J].
Electrical Engineering Institute, Northeast China Dianli University, Jilin 132012, China ;
不详 ;
不详 .
Zhongguo Dianji Gongcheng Xuebao, 2006, 8 (153-158)
[30]   A tour of the Hilbert-Huang transform: An empirical tool for signal analysis [J].
Yan, Ruqiang ;
Gao, Robert X. .
IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE, 2007, 10 (05) :40-45